Category-Theoretic Wanderings into Interpretability

Category-Theoretic Wanderings into Interpretability is a piece of technical autotheory that asks how we can use category theory to frame interpretability. It queers the ecologies of knowledge, employing abstract mathematical language to discuss both intimate and technical frameworks. The work writes about love addiction, faithfulness in Anthropic's Circuit Tracing experiments, philosophical questions of meaning, and invites the field of AI Safety to feel their way through opacity.

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-10-07
DOI
https://doi.org/10.5281/zenodo.17741981
Primary Topic
Embodied and Extended Cognition
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Category-Theoretic Wanderings into Interpretability

Zenodo (CERN European Organization for Nuclear Research)
Embodied and Extended Cognition
article

Category-Theoretic Wanderings into Interpretability

article en

Abstract

Category-Theoretic Wanderings into Interpretability is a piece of technical autotheory that asks how we can use category theory to frame interpretability. It queers the ecologies of knowledge, employing abstract mathematical language to discuss both intimate and technical frameworks. The work writes about love addiction, faithfulness in Anthropic's Circuit Tracing experiments, philosophical questions of meaning, and invites the field of AI Safety to feel their way through opacity.

Zenodo (CERN European Organization for Nuclear Research)
Community Options (United States) (US)
Openalex Percentile: Top 40%
Embodied and Extended Cognition
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Category-Theoretic Wanderings into Interpretability · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS